成果/Result
- Opengcd: Assisting Open World Recognition with Generalized Category Discovery被引量：52收藏
- 作者：Gao, Fulin Zhong, Weimin Cao, Zhixing Peng, Xin Li, Zhi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：SSRN 2024
- Data-Driven Soft Sensing for Batch Processes Using Neural Network-Based Deep Quality-Relevant Representation Learning被引量：37收藏
- 作者：Jiang, Qingchao Wang, Ziwen Yan, Shifu Cao, Zhixing
- 机构： East China University of Science and Technology; Tongji University
- 来源：IEEE Transactions on Artificial Intelligence 2023
- 关键词：Batch data processing - Injection molding - Multilayer neural networks - Network layers - Process control - Redundancy
- 110th Anniversary: An Overview on Learning-Based Model Predictive Control for Batch Processes被引量：37收藏
- 作者：Lu, Jingyi Cao, Zhixing Zhao, Chunhui Gao, Furong
- 机构：Hong Kong Univ Sci & Technol;East China Univ Sci & Technol;Zhejiang Univ;Tongji Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Learning systems - Batch data processing
- Regularized WasserstEIn Distance-Based Joint Distribution Adaptation Approach for Fault Detection Under Variable Working Conditions被引量：36收藏
- 作者：Yang, Dan Peng, Xin Su, Cheng Li, Linlin Cao, Zhixing Zhong, Weimin
- 机构：East China Univ Sci & Technol;Univ Sci & Technol Beijing;Qingyuan Innovat Lab
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2024
- 关键词：Domain adaptation fault detection linear discriminant analysis WasserstEIn distance (WD) wastewater treatment process (WWTP)
- OpenGCD: Assisting Open World Recognition with Generalized Category Discovery被引量：33收藏
- 作者：Gao, Fulin Zhong, Weimin Cao, Zhixing Peng, Xin Li, Zhi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：arXiv 2023
- 关键词：Classification (of information)
- Dynamic Growth of Macroscopically Structured Supramolecular Hydrogels through Orchestrated Reaction-Diffusion被引量：25收藏
- 作者：Wang, Hucheng Fu, Xiaoming Gu, Guanyao Bai, Shengyu Li, Runlai Zhong, Weimin Guo, Xuhong Eelkema, Rienk van Esch, Jan H. Cao, Zhixing Wang, Yiming
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol;Delft Univ Technol;Natl Univ Singapore
- 来源：ANGEWANDTE CHEMIE-INTERNATIONAL EDITION 2023
- 关键词：Hydrogels Non-Equilibrium Systems Reaction-Diffusion Self-Assembly Supramolecular Materials
- Neural networks-based hybrid beneficial variable selection and modeling for soft sensing被引量：11收藏
- 作者：Zhang, Zhongyi Jiang, Qingchao Wang, Guan Pan, Chunjian Cao, Zhixing Yan, Xuefeng Zhuang, Yingping
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Univ Elect Power
- 来源：CONTROL ENGINEERING PRACTICE 2023
- 关键词：Deep neural network Variable selection Soft sensing Process modeling
- Distributed monitoring of nonlinear plant-wide processes based on GA-regularized kernel canonical correlation analysis被引量：9收藏
- 作者：Jin, Wenhao Wang, Wenjing Wang, Yang Cao, Zhixing Jiang, Qingchao
- 机构：East China Univ Sci & Technol;Shanghai Dianji Univ
- 来源：RELIABILITY ENGINEERING & SYSTEM SAFETY 2024
- 关键词：System safety Data-driven fault diagnosis Nonlinear plant-wide processes Kernel canonical correlation analysis
- Semi-supervised soft sensor method for fermentation processes based on physical monotonicity and variational autoencoders被引量：9收藏
- 作者：Cheng, Xinyue Yu, Zhenhua Wang, Guan Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Soft sensor Variational autoencoder Fermentation process Semi-supervised learning
- Enhanced variational autoencoder with continual learning capability for multimode process monitoring被引量：6收藏
- 作者：Yu, Zhenhua Wang, Guan Jiang, Qingchao Yan, Xuefeng Cao, Zhixing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CONTROL ENGINEERING PRACTICE 2025
- 关键词：Multimode process monitoring Mode segmentation Continual learning Catastrophic forgetting
- Mutual information and attention-based variable selection for soft sensing of industrial processes被引量：4收藏
- 作者：Yu, Zhenhua Wang, Guan Yan, Xuefeng Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2025
- 关键词：Soft sensing Variable selection Attention mechanisms Process modeling
- One-Class Classification Constraint in Reconstruction Networks for Multivariate Time Series Anomaly Detection被引量：3收藏
- 作者：Li, Jiazhen Yu, Zhenhua Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2025
- 关键词：Anomaly detection Data models Feature extraction Time series analysis Convolution Attention mechanisms Transformers Autoencoders Training Stability analysis deep learning multivariate time series (MTS) one-class classification transformer
- SmdaNet: A hierarchical hard sample mining and domain adaptation neural network for fault diagnosis in industrial process被引量：3收藏
- 作者：Yu, Zhenhua Yao, Zongyu Wang, Weijun Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2025
- 关键词：Industrial process Bioprocess Fault diagnosis Neural networks Fermentation
